Alle Beiträge von otaku

Album collection

Collection of my music from 1990-2018

markus schroeder – album collection.zip

acapella – 01 radioactive.mp3
action race – 01 intro.mp3
action race – 02 level 1.mp3
action race – 03 level 2.mp3
beathoven – 01 enjoy.ogg
beathoven – 02 prestissimo guitar battle.ogg
bkg – 01 sitzung 2011.mp3
bkg – 02 sitzung 2015.mp3
composition – 01 opus 1.mp3
composition – 02 chiazl.mp3
composition – 03 motif.mp3
composition – 04 combat music.mp3
eternal piano – 01 pyroxene of the heart.mp3
eternal piano – 02 leap the precipice.mp3
eternal piano – 03 shape of life.mp3
eternal piano – 04 kyoutenka.mp3
fl studio – 01 bombing.mp3
fl studio – 02 crazy maschine gun techno.mp3
fl studio – 03 crazy motorcycle.mp3
fuchsmädchen mix – 01 fuchsmädchen mix.mp3
fuchsmädchen mix – 02 fuchsmädchen rap.mp3
hessentagsmusical – 01 hessischi zeitreis intro shor.mp3
hessentagsmusical – 01 hessischi zeitreis.mp3
hessentagsmusical – 02 andere laender, andere sitten.mp3
hessentagsmusical – 03 hesse is, wer hesse soi will.mp3
hessentagsmusical – 04 meine kultur ist nicht deine.mp3
hessentagsmusical – 05 wir feiern heute unsren hesse.mp3
hörspiel – 01 ein verrückter tag.mp3
improvisations – 01 improvisation 1.mp3
improvisations – 02 improvisation 2.mp3
keyboard – 01 ferien blues.mp3
keyboard – 02 intro.mp3
keyboard – 03 start menu.mp3
love – 01 valentinsday.mp3
love – 02 wiegenlied.mp3
love – 03 vernetzte liebe.mp3
outtake – 01 vernetzte liebe.mp3
piano – 01 sephiroths dream.mp3
piano improvisations – 01 c-dur.mp3
piano improvisations – 02 gis-moll.mp3
plumber attack – 01 intro.mp3
plumber attack – 02 main menu.mp3
plumber attack – 03 game.mp3
plumber attack – 04 won.mp3
song – 01 fantasy.mp3
song – 02 der mo liest.mp3
song – 03 bart.mp3
song – 04 solo momento.mp3
song – 05 ewig allein.mp3
song – 06 christmas is business.mp3
soundtrack – 01 motorcycle.mp3
soundtrack – 02 fighting final battle.mp3
soundtrack – 03 normal battle orchestral.mp3
soundtrack – 04 stadt thema.mp3
soundtrack – 05 still more fighting orchestral.mp3
tales of osèlia ost – 06 demon attack.mp3
tales of osèlia ost – 07 elonas theme.mp3
tales of osèlia ost – 08 lost brother.mp3
tarzan musical – 01 zwei welten.mp3
tarzan musical – 02 dir gehoert mein herz.mp3
tarzan musical – 03 du brauchst einen freund.mp3
tarzan musical – 04 gar keine wahl.mp3
tud album – 01 unileben.mp3
tud album – 02 damit darmstadt es warm hat.mp3
tud album – 03 tucan.mp3

Master Thesis

Discovery of Interaction Patterns with Graphical User Interface Usage Mining

The Graphical User Interface (GUI) serves as an interface to directly manipulate graphical elements. Application softwares contain these graphical elements which represent functionality for a specific application. The main target is the discovery of patterns which express functionality usage. In the first part, the interaction between study participants and application softwares are observed by a tool called „Interaction Observer“. This is accomplished with the Accessibility technology which provides access to graphical elements. The approach is termed „Graphical Software Mining“ which mines software exclusively on a graphical level. The observation forms an interaction log. In the second part, interaction patterns are defined and in the interaction log discovered. Interaction patterns are sequences of interactions which express an intentional action. This approach is termed „GUI Usage Mining“ which discovers usage information from GUI interaction logs. Initially, reference patterns are discovered by human annotators. The insights are used to preprocess the raw interaction log. Transactions, which are meaningful interaction clusters, are identified with four approaches. This enables the application of four mining strategies: sequential pattern mining, graph mining, process mining and mining based on n-grams. They are implemented with the help of extern libraries. User-program pairs are analyzed in the evaluation. The patterns of the four strategies are judged by the corresponding participants. The evaluation indicates that the n-gram based strategy discovers more accepted patterns.

Thesis

Presentation